MCP Server Quality Scores

Independent quality analysis of 59221 public MCP servers

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59221
Discovered
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29891
Scored
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2112
Verified
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16953
Complete
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Last updated 53 minutes ago

Grade Distribution

Score Distribution

Newly Added

GameFork MCP F TextMine MCP F phronesis-hermes F connector F soeru F

Biggest Gainers

DoorProfit Crime & Neighborhood Data +51 zobrx +40 theothers +10

Biggest Drops

ipnex -12 discovery-oracle -12 Incwo MCP -12
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# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
59201
sylvainlondon136
onchain-mcp Claim
Provides read-only access to Solana on-chain data, enabling natural language qu…
 — ○ ⏳ — — — — — —
59202
druling
A platform for building and managing MCP servers and REST APIs, enabling AI int…
 — ○ ⏳ — — — — — —
59203
VovaVindar
telegram-mcp Claim
Enables AI agents to read, send, and organize Telegram messages and chats. Supp…
 — ○ ⏳ — N/A N/A — — —
59204
ccedacero
MCP server giving Claude AI access to 22+ NYC public-record databases for real …
 — ○ ⏳ — — — — — —
59205
metatool-ai
metatool-app Claim
MetaMCP is the one unified middleware MCP server that manages your MCP connecti…
 — ○ ⏳ — — — — 81 —
59206
skeeminator
MCP server for the Overlord C2 framework that gives AI agents 66+ tools for man…
 — ○ ⏳ — N/A N/A — — —
59207
teamolimpo
synapsis Claim
Unified durable team memory MCP server with tools for session management, task …
 — ○ ⏳ — N/A N/A — — —
59208
opastorello
A10 Guardian Claim
MCP server that enables AI agents to manage A10 Networks DDoS mitigation device…
 — ○ ⏳ — — — — — —
59209
noahshrader
Enables AI agents to search, read, create, and append Apple Notes using MCP too…
 — ○ ⏳ — N/A N/A — — —
59210
HeurisTech
A Model Context Protocol server that enables AI assistants to create, control, …
 — ○ ⏳ — — — — — —
59211
tanish-kr
Enables searching Japanese addresses by 7-digit zip code using the zipcloud API.
 — ○ ⏳ — — — — — —
59212
dushyant30suthar
endiagram Claim
Deterministic structural analysis that gets your AI laser focused. 13 graph-the…
 — ○ ⏳ — — — — 81 —
59213
RNBBarrett
THOUGHT Claim
A local MCP memory server giving LLMs a persistent, auditable memory fabric wit…
 — ○ ⏳ — N/A N/A — — —
59214
codly.fun
test Claim
— ○ ⏳ — N/A N/A — 95 —
59215
Meerkats-Ai
A powerful Model Context Protocol (MCP) server implementation for seamless Goog…
 — ○ ⏳ — — — — — —
59216
mhart
Enables semantic search over documentation stored in a Vectorize database using…
 — ○ ⏳ — N/A N/A — — —
59217
kin5
Enables access to USDA NASS agricultural statistics data through natural langua…
 — ○ ⏳ — — — — — —
59218
iamalii27
Enables Claude Desktop to detect construction site hazards from photos, analyze…
 — ○ ⏳ — — — — — —
59219
kubeopt
kubopt Claim
Kubernetes cluster cost analysis and optimization. Query costs, find savings op…
 — ○ ⏳ — N/A N/A — — —
59220
mrhegit
Enables AI agents to access Yifangyun cloud drive via MCP, supporting queries o…
 — ○ ⏳ — — — — — —
59221
Euamobi4582
MCP server for Google Gemini that does not require an API key, combining a CLI …
 — ○ ⏳ — N/A N/A — — —
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